Docovt: Distributed Online Covariance Matrix Tests
Distributed Online Covariance Matrix Tests 'Docovt' is a
powerful tool designed to efficiently process and analyze distributed
datasets. It enables users to perform covariance matrix tests in an
online, distributed manner, making it highly suitable for large-scale
data analysis. By leveraging advanced computational techniques,
'Docovt' ensures robust and scalable solutions for statistical
analysis, particularly in scenarios where data is dispersed across
multiple nodes or sources. This package is ideal for researchers and
practitioners working with high-dimensional data, providing a flexible
and efficient framework for covariance matrix estimation and
hypothesis testing. The philosophy of 'Docovt' is described in
Guo G. (2025) <doi:10.1016/j.physa.2024.130308>.
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[aut, cre],
Congfan Zhang [aut]